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Anthropic released a guide for developers to get started with the Claude API in Python, covering installation, first API calls, response handling, and streaming. The guide uses the official Python SDK and requires Python…
AMD published a guide demonstrating a GPU-resident YOLO26 object detection pipeline on the Radeon AI PRO R9700 GPU using ROCm 7.2. The pipeline keeps video frames in VRAM from decode to bounding boxes by chaining the VCN…
Roboflow announced a computer vision pipeline combining object detection models like RF-DETR with vision-language models like Gemini to automate manufacturing defect inspection, enabling real-time detection and classific…
NVIDIA has published a guide on using reinforcement learning (RL) to train specialized AI agents, highlighting techniques such as RLVR and GRPO to improve accuracy in domain-specific workflows. The guide explains when to…
Arm-based innovations in June 2026 include Microsoft Azure Cobalt 200 VMs for cloud-native AI, a generative AI solution for low-light image enhancement, Unreal Engine MegaLights and Nanite optimizations for mobile graphi…
A developer outlines five tool-calling patterns that distinguish hobby AI agents from production-ready systems, including hard tool call budgets, deduplication, error handling, and safety checks. The patterns address com…
A developer built a multi-step AI agent in Java using Spring AI 2.0, creating a civic research assistant that takes a plain-English issue and UK postcode to determine the most effective way to raise the issue with Parlia…
Roboflow released a text prompt object detection workflow using SAM3 that lets users find objects by typing descriptions instead of training models, enabling rapid prototyping for plant disease detection without labeled …
A developer built a free customer support AI agent for NextJS websites using Hexabot, OpenRouter, and Railway. The agent uses RAG to ingest website content and answer questions, deployed with a free Postgres database. Th…
A developer built a retrieval-augmented generation (RAG) system for code and found that chunking by function boundaries dramatically outperformed line-based chunking. By using a parser to extract complete functions, meth…
DeepSeek V4 Flash, a 284-billion-parameter Mixture-of-Experts model, now runs locally on a 128GB MacBook Pro via antirez's experimental llama.cpp fork, achieving ~21 tokens/sec generation on the Metal GPU. The 2-bit quan…
Agency Agents, a native desktop app for macOS, Linux, and Windows, launches to install specialized AI agent personalities into developer tools like Claude Code and Cursor. The app offers over a dozen agents covering fron…
USC hosted the Learning for Dynamics & Control Conference and the International Conference on Neuro-Symbolic Systems simultaneously in June, bringing together researchers to address the gap between AI systems that learn …
Nansense, a new interactive PyTorch debugger, allows developers to pause training, step batch-by-batch, and time-travel to different epochs while visualizing activations, gradients, weights, and optimizer state. The tool…
A developer in the ML Zoomcamp course learned to deploy a machine learning model by exporting it with Pickle, creating a FastAPI server, and containerizing with Docker. The developer chose not to deploy to AWS Elastic Be…
No Starch Press has released 'The Developer's Guide to AI: A Field Guide for the Working Developer,' a 320-page book by Jacob Orshalick, Jerry M. Reghunadh, and Danny Thompson that teaches developers how to build product…
A developer at BizFlowAI details a production-tested pattern for building reliable AI agents, emphasizing the importance of a clear job spec, robust tool design, and a split between stable system prompts and dynamic runt…
A developer built an ecommerce AI agent from scratch without LangChain, revealing the core logic is a simple while loop that calls an LLM and executes tools until no tool calls are needed. The agent handles orders, refun…
A developer demonstrates running a complete RAG agent offline using LangGraph, Ollama, and an embedded Qdrant instance, requiring zero API keys or Docker. The system uses a provider-swap design that allows switching betw…
A developer outlines a roadmap for moving beyond AI hype to build practical skills, emphasizing transferable abilities like prompt engineering, critical thinking, and strong software fundamentals. The guide advises treat…